The COVID-19 Situation Report is a data intensive report that tries to portray an accurate data oriented picture of the 2019- 2020 COVID-19 pandemic. If you would like to add additional metrics to this report, please send a mail to the author at .

Date of Report

Report Printed On 

## [1] "2020-04-08"

COVID-19 Overall Stats (Worldwide)

Overall Confirmed Cases Count Worldwide 

## [1] "1511104 (up from 1426096 yesterday: 5.96 % increase)"

Overall Deaths Worldwide

Please note that the deaths is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] "88338 (up from 81865 yesterday: 7.91 % increase)"

Overall Fatality Rate Worldwide in %

Please note that the fatality rate is at the minimum an underestimate as there could be fatalities resulting from the current active cases.

## [1] 5.85



In- Depth Country Wise Stats (With Atleast 100 COVID-19 Confirmations)

Overall Confirmed Cases and Deaths- Country Wise (With Fatality Rates)

Country_Region TotalConfirmed TotalDeaths FatalityRate
US 429052 14695 3.42
Spain 148220 14792 9.98
Italy 139422 17669 12.67
France 113959 10887 9.55
Germany 113296 2349 2.07
China 82809 3337 4.03
Iran 64586 3993 6.18
United Kingdom 61474 7111 11.57
Turkey 38226 812 2.12
Belgium 23403 2240 9.57
Switzerland 23280 895 3.84
Netherlands 20682 2255 10.90
Canada 19141 407 2.13
Brazil 16170 819 5.06
Portugal 13141 380 2.89
Austria 12942 273 2.11
Korea, South 10384 200 1.93
Israel 9404 73 0.78
Russia 8672 63 0.73
Sweden 8419 687 8.16
Norway 6086 101 1.66
Ireland 6074 235 3.87
Australia 6010 50 0.83
India 5916 178 3.01
Denmark 5597 218 3.89
Chile 5546 48 0.87
Czechia 5312 99 1.86
Poland 5205 159 3.05
Romania 4761 220 4.62
Ecuador 4450 242 5.44
Peru 4342 121 2.79
Pakistan 4263 61 1.43
Japan 4257 93 2.18
Malaysia 4119 65 1.58
Philippines 3870 182 4.70
Luxembourg 3034 46 1.52
Indonesia 2956 240 8.12
Saudi Arabia 2932 41 1.40
Mexico 2785 141 5.06
Serbia 2666 65 2.44
United Arab Emirates 2659 12 0.45
Finland 2487 40 1.61
Thailand 2369 30 1.27
Panama 2249 59 2.62
Qatar 2210 6 0.27
Dominican Republic 2111 108 5.12
Colombia 2054 54 2.63
Greece 1884 83 4.41
South Africa 1845 18 0.98
Argentina 1715 63 3.67
Ukraine 1668 52 3.12
Singapore 1623 6 0.37
Iceland 1616 6 0.37
Algeria 1572 205 13.04
Egypt 1560 103 6.60
Croatia 1343 19 1.41
Morocco 1275 93 7.29
New Zealand 1210 1 0.08
Iraq 1202 69 5.74
Estonia 1185 24 2.03
Moldova 1174 27 2.30
Slovenia 1091 40 3.67
Belarus 1066 13 1.22
Lithuania 912 15 1.64
Hungary 895 58 6.48
Armenia 881 9 1.02
Kuwait 855 1 0.12
Bahrain 823 5 0.61
Azerbaijan 822 8 0.97
Bosnia and Herzegovina 804 34 4.23
Cameroon 730 10 1.37
Kazakhstan 727 7 0.96
Diamond Princess 712 11 1.54
Slovakia 682 2 0.29
Tunisia 628 24 3.82
North Macedonia 617 29 4.70
Bulgaria 593 24 4.05
Latvia 577 2 0.35
Lebanon 576 19 3.30
Andorra 564 23 4.08
Uzbekistan 545 3 0.55
Cyprus 526 9 1.71
Costa Rica 502 3 0.60
Cuba 457 12 2.63
Afghanistan 444 14 3.15
Uruguay 424 7 1.65
Oman 419 2 0.48
Burkina Faso 414 23 5.56
Albania 400 22 5.50
Cote d’Ivoire 384 3 0.78
Taiwan* 379 5 1.32
Jordan 358 6 1.68
Niger 342 11 3.22
Ghana 313 6 1.92
Honduras 312 22 7.05
Malta 299 1 0.33
San Marino 279 34 12.19
Nigeria 276 6 2.17
Mauritius 273 7 2.56
Kyrgyzstan 270 4 1.48
West Bank and Gaza 263 1 0.38
Vietnam 251 0 0.00
Montenegro 248 2 0.81
Senegal 244 2 0.82
Bangladesh 218 20 9.17
Georgia 211 3 1.42
Bolivia 210 15 7.14
Sri Lanka 189 7 3.70
Kosovo 184 5 2.72
Congo (Kinshasa) 180 18 10.00
Kenya 179 6 3.35
Venezuela 167 9 5.39
Guinea 164 0 0.00
Brunei 135 1 0.74
Djibouti 135 0 0.00
Paraguay 119 5 4.20
Cambodia 117 0 0.00
Rwanda 110 0 0.00
Trinidad and Tobago 107 8 7.48

In Depth USA Stats (State Wise Figures)

Confirmed Cases and Deaths- States of USA (With Fatality Rates)

State Confirmed Deaths FatalityRate ConfirmedCasesPerMillPopl DeathsPerMillPopl InfectionOdds
New York 151061 6268 4.15 7765.21 322.20 1 in 129
New Jersey 47437 1504 3.17 5340.69 169.33 1 in 187
Michigan 20346 959 4.71 2037.28 96.03 1 in 491
California 18897 495 2.62 478.26 12.53 1 in 2091
Louisiana 17030 652 3.83 3663.32 140.25 1 in 273
Massachusetts 16790 433 2.58 2416.00 62.31 1 in 414
Pennsylvania 16631 318 1.91 1299.10 24.84 1 in 770
Florida 15456 309 2.00 719.63 14.39 1 in 1390
Illinois 15078 462 3.06 1189.88 36.46 1 in 840
Georgia 9901 362 3.66 932.52 34.09 1 in 1072
Texas 9777 189 1.93 337.19 6.52 1 in 2966
Washington 9276 426 4.59 1218.14 55.94 1 in 821
Connecticut 7781 326 4.19 2182.43 91.44 1 in 458
Indiana 5943 203 3.42 882.77 30.15 1 in 1133
Colorado 5655 193 3.41 981.99 33.51 1 in 1018
Maryland 5529 124 2.24 914.54 20.51 1 in 1093
Ohio 5148 193 3.75 440.41 16.51 1 in 2271
Tennessee 4363 80 1.83 638.50 11.71 1 in 1566
Virginia 3645 66 1.81 427.04 7.73 1 in 2342
North Carolina 3499 66 1.89 333.62 6.29 1 in 2997
Missouri 3209 86 2.68 522.86 14.01 1 in 1913
Arizona 3036 80 2.64 398.69 10.51 1 in 2508
Wisconsin 2710 100 3.69 465.44 17.17 1 in 2148
South Carolina 2417 51 2.11 469.44 9.91 1 in 2130
Alabama 2328 66 2.84 474.79 13.46 1 in 2106
Nevada 2259 72 3.19 733.40 23.38 1 in 1364
Mississippi 2003 67 3.34 673.02 22.51 1 in 1486
Utah 1855 13 0.70 578.61 4.05 1 in 1728
Oklahoma 1526 79 5.18 385.65 19.96 1 in 2593
Rhode Island 1450 35 2.41 1368.75 33.04 1 in 731
District of Columbia 1440 27 1.88 2040.39 38.26 1 in 490
Idaho 1210 15 1.24 675.20 8.37 1 in 1481
Oregon 1181 33 2.79 280.01 7.82 1 in 3571
Minnesota 1154 39 3.38 204.62 6.92 1 in 4887
Kentucky 1149 65 5.66 257.18 14.55 1 in 3888
Iowa 1145 27 2.36 362.91 8.56 1 in 2756
Delaware 1116 19 1.70 1146.07 19.51 1 in 873
Kansas 1046 34 3.25 359.04 11.67 1 in 2785
Arkansas 1000 18 1.80 331.36 5.96 1 in 3018
New Mexico 902 13 1.44 430.17 6.20 1 in 2325
New Hampshire 747 13 1.74 549.38 9.56 1 in 1820
Puerto Rico 620 24 3.87 194.13 7.51 1 in 5151
Vermont 605 23 3.80 969.57 36.86 1 in 1031
Maine 537 14 2.61 399.49 10.42 1 in 2503
Nebraska 519 12 2.31 268.30 6.20 1 in 3727
West Virginia 483 4 0.83 270.26 2.24 1 in 3700
Hawaii 410 5 1.22 289.57 3.53 1 in 3453
South Dakota 393 6 1.53 444.24 6.78 1 in 2251
Montana 332 6 1.81 310.64 5.61 1 in 3219
North Dakota 251 4 1.59 329.37 5.25 1 in 3036
Alaska 226 7 3.10 308.94 9.57 1 in 3237
Wyoming 221 0 0.00 381.85 0.00 1 in 2619
Guam 121 4 3.31 730.16 24.14 1 in 1370
Virgin Islands 45 1 2.22 NA NA 1 in NA
Northern Mariana Islands 11 2 18.18 199.30 36.24 1 in 5018
Recovered 0 0 NaN NA NA 1 in NA

In Depth India Stats (State Wise Figures)

Confirmed Cases (States of India)

Detected.State Confirmed
Maharashtra 1135
Tamil Nadu 738
Delhi 669
Telangana 453
Rajasthan 383
Uttar Pradesh 361
Andhra Pradesh 348
Kerala 345
Madhya Pradesh 341
Gujarat 186
Karnataka 181
Haryana 167
Jammu and Kashmir 158
Punjab 106
West Bengal 99
Odisha 42
Bihar 39
Uttarakhand 35
Assam 28
Himachal Pradesh 27
Chandigarh 18
Ladakh 14
Andaman and Nicobar Islands 11
Chhattisgarh 10
Goa 7
Puducherry 5
Jharkhand 4
Manipur 2
Arunachal Pradesh 1
Mizoram 1
Tripura 1

In Depth Italy Stats (Region Wise Figures)

Confirmed Cases and Deaths- Regions of Italy (With Fatality and Confirmation Rates)

Region HospitalizedWithSymptoms IntensiveCare HomeIsolation ActiveCases Discharged_Healed Deceased Confirmations Swabs FatalityRate ConfirmationRate
Lombardia 11719 1257 15569 28545 15147 9722 53414 167557 18.20 31.88
Emilia-Romagna 3769 361 8980 13110 2890 2234 18234 78367 12.25 23.27
Piemonte 3493 423 7073 10989 1516 1378 13883 48495 9.93 28.63
Veneto 1554 285 8332 10171 1503 736 12410 163247 5.93 7.60
Toscana 1066 260 4231 5557 430 392 6379 60985 6.15 10.46
Liguria 1109 153 1983 3245 1007 654 4906 17521 13.33 28.00
Marche 974 133 2455 3562 645 652 4859 17532 13.42 27.72
Lazio 1241 196 2011 3448 574 244 4266 55113 5.72 7.74
Campania 608 97 2154 2859 188 221 3268 27784 6.76 11.76
Puglia 639 90 1509 2238 177 219 2634 24493 8.31 10.75
P.A. Trento 354 77 1509 1940 407 255 2602 13258 9.80 19.63
Friuli Venezia Giulia 162 41 1212 1415 634 169 2218 24798 7.62 8.94
Sicilia 563 65 1265 1893 133 133 2159 27438 6.16 7.87
Abruzzo 331 62 1141 1534 146 179 1859 15846 9.63 11.73
P.A. Bolzano 268 65 948 1281 371 183 1835 18865 9.97 9.73
Umbria 155 41 627 823 416 50 1289 14105 3.88 9.14
Sardegna 112 31 697 840 76 59 975 8493 6.05 11.48
Calabria 170 15 570 755 44 60 859 14977 6.98 5.74
Valle d’Aosta 120 20 466 606 142 102 850 2953 12.00 28.78
Basilicata 48 17 205 270 13 14 297 3296 4.71 9.01
Molise 30 4 147 181 32 13 226 2002 5.75 11.29

In Depth Canada Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of Canada (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Quebec 10031 175 1.74
Ontario 5276 153 2.90
Alberta 1373 26 1.89
British Columbia 1291 43 3.33
Nova Scotia 310 1 0.32
Saskatchewan 260 3 1.15
Newfoundland and Labrador 228 1 0.44
Manitoba 217 3 1.38
New Brunswick 105 0 0.00
Prince Edward Island 25 1 4.00
Grand Princess 13 0 0.00
Yukon 7 0 0.00
Northwest Territories 5 0 0.00
Diamond Princess 0 1 Inf
Recovered 0 0 NaN

In Depth China Stats (With Province Level Figures)

Confirmed Cases and Deaths- Provinces of China (With Fatality Rates)

Province Confirmed Deaths FatalityRate
Hubei 67803 3213 4.74
Guangdong 1536 8 0.52
Henan 1276 22 1.72
Zhejiang 1266 1 0.08
Hunan 1019 4 0.39
Anhui 990 6 0.61
Hong Kong 960 4 0.42
Jiangxi 937 1 0.11
Shandong 783 7 0.89
Jiangsu 651 0 0.00
Beijing 588 8 1.36
Chongqing 579 6 1.04
Heilongjiang 569 13 2.28
Sichuan 560 3 0.54
Shanghai 543 7 1.29
Fujian 351 1 0.28
Hebei 327 6 1.83
Shaanxi 256 3 1.17
Guangxi 254 2 0.79
Yunnan 184 2 1.09
Tianjin 180 3 1.67
Hainan 168 6 3.57
Shanxi 163 0 0.00
Guizhou 146 2 1.37
Liaoning 144 2 1.39
Gansu 139 2 1.44
Inner Mongolia 124 1 0.81
Jilin 98 1 1.02
Xinjiang 76 3 3.95
Ningxia 75 0 0.00
Macau 45 0 0.00
Qinghai 18 0 0.00
Tibet 1 0 0.00

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most confirmed COVID-19 cases as of today in decreasing order of confirmations.

Confirmed Cases Count (Linear)

Country Wise Time Series Curve

Confirmed Cases Count (Logarithmic)

Country Wise Time Series Curve

Time Series Curves (Top 20 Countries with the Highest Cases)

The time series curves (both linear and logarithmic) are printed for the top 20 countries with the most COVID-19 deaths as of today in decreasing order of confirmations.

Death Count (Linear)

Country Wise Time Series Curve

Death Count (Logarithmic)

Country Wise Time Series Curve

Epidemic Curve: Delta in the past 24 hrs (Top 20 Countries with the Highest Cases)

The COVID-19 epidemic curve, also known as an COVID-19 epi curve or COVID-19 epidemiological curve, is a statistical chart to visualise the onset and progression of the COVID-19 outbreak in various countries. The term flattening of the epidermic curve is referred to as the drastic reduction of new cases which can be seen in the dip in the number of new cases in the past 24 hrs. The below charts show if this has happened for the worst affected 20 countries in the world as of today. The fitted line in the below bars show the last 7 day average of new cases/ new deaths.

Delta in Confirmed Cases

Number of New Cases in the past 24 hrs

Delta in Deaths

Number of Deaths in the past 24 hrs

Measuring Outbreak Velocity: 5 Day Lagging Average Doubling Time (Top 20 Countries with the Highest Cases)

The velocity of an outbreak is determined by a construct known as doubling time. This value describes the number of days, on average, required for the number of cases to double in a given area. For our analysis we use average doubling time, which can be defined as the number of days, on average, required for the average number of COVID-19 cases to double in a given area.

This measure can describe COVID-19 behavior worldwide, in a country, or even in a smaller region such as a state. For our analysis, we will discuss average doubling time at a national level for the top 20 most affected countries.

Below, we have calculated average doubling time for several nations, on a trailing, rolling 5-day basisbased on today’s case values. A decline in average doubling time indicates that the COVID-19 outbreak (confirmation rate) is accelerating (average cases double in fewer days), while an increase of average doubling time indicates that the outbreak is slowing.

Ideally, when social distancing and lockdowns are implemented aggressively in a country and after some period of delay, doubling times should begin to increase in a matter of days, weeks, or months, depending upon the severity of the epidemic and the degree of social distancing achievable.

Given the fact that many countries across the world have already enacted or implemented social distancing measures, this is why one should be cautious not to extrapolate COVID-19 growth rates from trailing statistics.

5 Day Lagging Avg Doubling Time of Confirmations

Confirmed Cases and Deaths Per Million Population and Infection Odds

This metric confirmed cases per million population and deaths per million population shows the extent to which the disease has spread with respect to the population of the country. The metric Infection Odds shows 1 in how many people are infected with COVID-19 in the corresponding country.

For the top 20 countries with most confirmed cases excluding cruise ships

Country_Region ConfirmedCasesPerMillionPopl DeathsPerMillionPopl InfectionOdds
US 1311.28 44.91 1 in 763
Spain 3176.60 317.02 1 in 315
Italy 2305.26 292.15 1 in 434
France 1701.13 162.52 1 in 588
Germany 1368.47 28.37 1 in 731
China 59.75 2.41 1 in 16737
Iran 795.79 49.20 1 in 1257
United Kingdom 925.26 107.03 1 in 1081
Turkey 473.04 10.05 1 in 2114
Belgium 2052.89 196.49 1 in 487
Switzerland 2716.45 104.43 1 in 368
Netherlands 1203.84 131.26 1 in 831
Canada 509.20 10.83 1 in 1964
Brazil 77.26 3.91 1 in 12944
Portugal 1277.07 36.93 1 in 783
Austria 1467.01 30.95 1 in 682
Korea, South 201.75 3.89 1 in 4957
Israel 1079.43 8.38 1 in 926
Russia 60.01 0.44 1 in 16663
Sweden 831.92 67.89 1 in 1202

Data Sources: 1. Github Repos: CSSEGISandData and pcm-dpc